AI-3019 Build AI Apps with Azure Database for PostgreSQL

This learning path explores how the Azure AI and Azure Machine Learning Services integrations provided by the Azure AI extension for Azure Database for PostgreSQL - Flexible Server can enable you to build AI-powered apps.

• Generative AI & LLMs – Understand core concepts and integrate LLMs with Azure Database for PostgreSQL.
• azure_ai Extension – Enable seamless interaction with Azure AI services.
• Semantic Search – Implement semantic search for improved relevance and precision.
• Data Summarization – Apply extractive, abstractive, and query-focused summarization techniques.
• Text Analytics – Perform sentiment analysis, opinion mining, and entity extraction with Azure AI Language.
• Translation – Use Azure AI Translator for multilingual data processing.
• ML Inferencing – Integrate Azure Machine Learning models for predictions directly from PostgreSQL.
• End-to-End Applications – Build intelligent applications combining these AI capabilities.

• Database Developers & DBAs – enhance and manage PostgreSQL with AI capabilities
• IT Professionals & Systems Architects – integrate AI into PostgreSQL environments on Azure
• AI Application Developers & Software Engineers – build AI-enabled applications with PostgreSQL backends
• Data Scientists – embed AI models and insights directly into PostgreSQL databases

Before starting this module, you should have experience working with PostgreSQL databases, writing SQL queries, and a general understanding of AI and ML concepts.